Table 2.

Results of the whole-brain searchlight representational similarity analysis (RSA) with word2vec similarities (spaCy) and affective similarities.

RSA results for co-occurrence-based similarities
LabelSizeFWE pPeak coordinatest(21)
L posterior STS 782 <0.001 −57 −34 5.48 
−54 −13 −4 4.75 
−69 −1 −4 4.56 
R posterior STS 1,023 <0.001 54 −37 5.37 
48 −28 5.33 
57 −22 −1 5.05 
RSA results for affective similarities
LabelSizeFWE pPeak coordinatest(21)
Left and rightSTS, left MTG, precentral gyrus, precuneus. Left middle and inferior FC, left FG 13,319 <0.001 −69 −25 8.60 
−51 −34 7.54 
−36 −64 −1 7.27 
RSA results for free association-based similarities
LabelSizeFWE pPeak coordinatest(21)
Left STS, left rostral AG, left FG 2,423 <0.001 −57 −34 −1 6.78 
−42 −43 −7 5.65 
−66 −1 −4 5.05 
Right STS 1,210 <0.001 51 −37 −1 5.32 
54 −16 −1 5.17 
48 −28 5.12 
RSA results for co-occurrence-based similarities
LabelSizeFWE pPeak coordinatest(21)
L posterior STS 782 <0.001 −57 −34 5.48 
−54 −13 −4 4.75 
−69 −1 −4 4.56 
R posterior STS 1,023 <0.001 54 −37 5.37 
48 −28 5.33 
57 −22 −1 5.05 
RSA results for affective similarities
LabelSizeFWE pPeak coordinatest(21)
Left and rightSTS, left MTG, precentral gyrus, precuneus. Left middle and inferior FC, left FG 13,319 <0.001 −69 −25 8.60 
−51 −34 7.54 
−36 −64 −1 7.27 
RSA results for free association-based similarities
LabelSizeFWE pPeak coordinatest(21)
Left STS, left rostral AG, left FG 2,423 <0.001 −57 −34 −1 6.78 
−42 −43 −7 5.65 
−66 −1 −4 5.05 
Right STS 1,210 <0.001 51 −37 −1 5.32 
54 −16 −1 5.17 
48 −28 5.12 

Note. Spearman correlation was used for all analyses. Significance was set at a whole-brain FWE-corrected threshold of p < 0.05 at the cluster level (after applying an uncorrected voxelwise threshold p < 0.001). Size: cluster size in number of voxels (2 × 2 × 2 mm3), in MNI space. FWE p: FWE-corrected p-value at the cluster-level. Abbreviations: STS: superior temporal sulcus; MTG: middle temporal gyrus; FC: frontal cortex; FG: fusiform gyrus; AG: angular gyrus; FWE: familywise error.

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